{"id":"W3167366789","doi":"10.71781/2440","title":"International investment arbitration and the rule of law : the issue of legal certainty in arbitral jurisprudence dealing with human rights’ protection of local populations","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Vattenfall","keywords":"Legal certainty; Jurisprudence; Law; Certainty; Arbitration; Human rights; Political science; Rule of law; Investment (military); Law and economics; International investment; Business; Economics; Foreign direct investment; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01437152,0.0004805594,0.0009757343,0.00161511,0.00588103,0.01588975,0.002163827,0.01157329,0.0041543],"category_scores_gemma":[0.02972632,0.0004522594,0.001017806,0.001941844,0.03995661,0.01334327,0.005532006,0.01033531,0.0005335448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007505059,"about_ca_system_score_gemma":0.005489027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006859222,"about_ca_topic_score_gemma":0.004261236,"domain_scores_codex":[0.9868795,0.006959069,0.0006018732,0.001709169,0.002622372,0.001227958],"domain_scores_gemma":[0.985393,0.01062933,0.001399509,0.001084732,0.001097383,0.0003960392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003459757,0.000002839174,0.0000612241,0.000009073578,0.00000214301,0.00002715135,0.0005362894,0.0001170258,0.00002519453,0.9977005,0.0004151657,0.001100053],"study_design_scores_gemma":[0.000009714392,0.000008805633,0.0002443394,0.00007130927,0.00000522275,0.00004236506,0.0004073608,0.0006771212,0.00007650171,0.9862074,0.01223955,0.00001037993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06645254,0.03451465,0.09220893,0.1863351,0.001155747,0.00008842166,0.0000848148,0.00007177813,0.619088],"genre_scores_gemma":[0.9683065,0.003765687,0.00536251,0.005786603,0.0009755049,0.00009960888,0.00002162604,0.00004404418,0.0156378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01588975,"threshold_uncertainty_score":0.0760048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440656717820868,"score_gpt":0.2932185288310595,"score_spread":0.2588119616528508,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}